Network analysis

Initially, the total number of nodes/businesses in the network is: 438
Using the top n = 10 keywords from TF-IDF, the initialized number of edges is: 10791
After removal of isolated or non-GCC nodes, the total number of nodes/businesses in the network is: 421
Also, the number of edges present in the network now is: 10790

The network plot

  • With forceatlas

_images/Page3_Network_9_0.png
  • Interactive

Degree distribution

The maximum degree in our network is: 160
The minimum degree in our network is: 1
_images/Page3_Network_14_0.png

Community detection

The Louvain algorithm has found 4 communities for hotel landscape in Las Vegas.
_images/Page3_Network_18_0.png
  • Interactive

  • Wordclouds